Stochastic simulation of weather data using higher order statistics

被引：8

作者：

Bouhaddou, H ^{[1
]}

Hassani, MM ^{[1
]}

Zeroual, A ^{[1
]}

Wilkinson, AJ ^{[1
]}

机构：

[1] QUEENS UNIV BELFAST,DEPT ELECT & ELECT ENGN,BELFAST BT7 1NN,ANTRIM,NORTH IRELAND

来源：

RENEWABLE ENERGY | 1997年 / 12卷 / 01期

关键词：

D O I：

10.1016/S0960-1481(97)00023-2

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

This paper presents ARMA models of the weather parameters: ambient temperature, humidity and clearness index recorded at or near Marrakech. The identification of the model parameters is based on Higher Order Statistics (cumulants). Comparison between the statistical characteristics of the measured data and the data generated using the models has been performed, and the results show that the weather parameters can be predicted with acceptable accuracy. (C) 1997 Elsevier Science Ltd.

引用

页码：21 / 37

页数：17

共 22 条

[1] MARKOV-PROCESSES AND FOURIER-ANALYSIS AS A TOOL TO DESCRIBE AND SIMULATE DAILY SOLAR IRRADIANCE [J].

AMATO, U ;

ANDRETTA, A ;

BARTOLI, B ;

COLUZZI, B ;

CUOMO, V ;

FONTANA, F ;

SERIO, C .

SOLAR ENERGY, 1986, 37 (03) :179-194

[2]

[Anonymous], 1976, ASHRAE T

[3]

BOUHADDOU H, 1995, P INT AMSE C COMM SI, V2, P488

[4]

BOUHADDOU H, 1996, P INT AMSE C COMM SI

[5]

BOUHADDOU H, 1996, JOURN NAT AUT EL EL

[6]

BOUHADDOU H, IN PRESS INT J RENEW

[7]

BOX GEP, 1970, TIME SERIES ANAL FOR

[8]

Brockwell P. J., 1991, TIME SERIES THEORY M

[9] STOCHASTIC SIMULATION AND FORECASTING OF HOURLY AVERAGE WIND-SPEED SEQUENCES IN JAMAICA [J].

DANIEL, AR ;

CHEN, AA .

SOLAR ENERGY, 1991, 46 (01) :1-11

[10]

Degelman L. O., 1976, ASHRAE T S WEATH DAT, P435

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